RustMizan Leaderboard

RustMizan benchmarks Large Language Models on real-world Rust memory safety vulnerabilities from CVEs and security advisories.

In the Sample-wise Comparison tab, hover over any result emoji to see its Docent contamination check and links to the model's full trajectory and Docent analysis.

For the task, metrics, dataset variants, and more, see the documentation.

Code Granularity
Vulnerability Type
Dataset Variants
Binary Classification
CWE Classification
Function Localization
Line Localization
Success@1 Metrics
Sample Counts